Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "93"
csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 93 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 218 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_
Found 213 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        antnum = row['Ant']
        if antnum != int(antenna):
            continue
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 93, Node 10:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459594 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 45.409425 9.795924 64.523607 81.742406 20.407129 27.637222 35.066271 32.620256 0.0581 0.0645 0.0026 1.582276 1.755474
2459593 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 35.839864 16.834782 80.657028 86.988081 31.188807 37.994757 25.267848 11.516124 0.0430 0.0501 0.0025 1.410748 1.477139
2459592 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 3.236998 1.580481 6.843858 8.162866 2.543422 1.663501 4.527608 0.736123 0.0285 0.0361 0.0025 nan nan
2459591 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 43.459669 19.779762 94.773232 100.940189 26.972655 32.395425 16.618202 3.244101 0.0435 0.0525 0.0036 1.651567 1.873607
2459590 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 53.037069 23.135977 87.840380 93.999486 28.815538 34.881198 22.691241 5.471602 0.0450 0.0540 0.0023 1.478745 1.640959
2459589 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 36.268248 21.186386 82.183685 87.125919 17.028937 21.990176 23.839876 17.339691 0.0509 0.0578 0.0022 1.452531 1.538053
2459588 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 64.812234 14.999119 94.475115 106.134694 22.827480 26.616568 24.484475 13.029871 0.0661 0.0706 0.0025 1.579980 1.790908
2459587 RF_maintenance 100.00% - - - 100.00% 0.00% 44.969803 21.479360 132.895125 142.016157 8.678727 10.146658 25.728294 18.806550 nan nan nan 2.071465 2.415222
2459586 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 45.043636 18.411076 31.148535 32.743001 9.821681 11.403032 26.581781 7.315080 0.0418 0.0506 0.0026 1.487893 1.634741
2459585 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 29.572763 26.143153 10.087794 11.265388 9.188794 10.255919 10.454007 4.583025 0.0307 0.0476 0.0024 0.000000 0.000000
2459584 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 22.968632 24.153649 112.077139 117.167625 15.121294 17.597912 5.971469 6.896421 0.0386 0.0437 0.0021 2.167967 2.719895
2459583 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 16.556675 18.106842 34.559763 36.096356 19.672787 23.478460 0.358822 0.706458 0.0419 0.0480 0.0033 1.590076 1.828608
2459582 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 14.611689 15.665365 31.066922 32.766448 23.747232 28.442790 0.446143 0.810873 0.0438 0.0519 0.0040 1.553527 1.958139
2459581 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.206927 21.697568 35.986203 36.969813 18.674662 22.930160 0.689530 0.961084 0.0409 0.0484 0.0034 1.666768 1.888334
2459580 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 15.395338 16.331136 36.145747 37.862438 20.696057 24.082490 0.213312 0.708414 0.0450 0.0526 0.0033 1.664125 1.956837
2459579 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 15.234453 16.433608 40.914913 43.017650 23.048445 27.244521 1.704063 2.339800 0.0408 0.0476 0.0030 1.486228 1.717447
2459578 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459577 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 19.827482 21.144120 33.406939 34.563965 20.740576 24.797651 0.527565 0.901045 0.0380 0.0440 0.0036 1.473590 1.601916
2459576 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 15.390383 16.333212 26.548349 27.708221 19.009550 22.032863 1.314855 1.639473 0.0415 0.0495 0.0038 1.446152 1.700837
2459575 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 15.745353 16.475887 26.331635 27.523650 15.467736 17.099617 7.212317 6.318830 0.0474 0.0547 0.0033 1.642195 2.002729
2459574 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 14.834509 15.419784 25.255890 26.345034 20.434249 24.173461 1.406286 1.049073 0.0455 0.0544 0.0038 1.486847 1.912370
2459573 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 15.286147 15.902318 43.503443 45.320736 24.517095 28.279339 1.267646 2.146368 0.0420 0.0486 0.0034 1.562928 1.954250
2459572 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459571 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 1.685864 1.487101 2.859114 3.086522 0.274459 3.027915 2.363087 3.501390 0.0276 0.0382 0.0023 nan nan
2459570 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 17.932692 19.313025 37.444149 38.443374 1.314096 1.821699 3.672457 4.621861 0.0437 0.0563 0.0069 0.000000 0.000000
2459569 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 19.825128 18.908911 33.351248 34.380757 10.413146 10.624462 8.300953 9.082126 0.0608 0.0691 0.0036 1.570629 1.880758
2459566 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 14.890629 15.246109 33.151402 34.368843 18.906581 21.850893 -0.049074 0.204509 0.0365 0.0426 0.0029 1.645094 1.909161
2459565 RF_maintenance 0.00% - - - 100.00% 0.00% -1.423322 -1.423322 -1.357009 -1.357009 -0.584162 -0.584162 -0.612392 -0.612392 nan nan nan 0.000000 0.000000
2459564 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 13.968728 14.370140 35.109823 36.494151 2.486619 2.510669 0.833924 1.382443 0.0459 0.0516 0.0021 1.441928 1.672031
2459563 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 16.859816 16.995551 67.080360 69.623441 18.573547 21.567933 2.164047 2.704278 0.0518 0.0614 0.0031 1.381655 1.362864
2459562 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459561 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 10.330465 10.392286 16.463104 17.116184 2.735049 2.960600 1.242802 1.695045 0.0444 0.0521 0.0032 1.509213 1.770228
2459560 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 9.443126 9.443602 16.898976 17.360110 2.444727 3.006658 0.872503 1.105398 0.0429 0.0514 0.0039 1.446825 1.591434
2459559 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 11.831463 12.206450 18.439431 19.031260 2.791458 3.345764 1.140379 1.453367 0.0438 0.0522 0.0037 1.414181 1.553811
2459558 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 16.544819 16.203362 34.649829 36.437271 21.383725 23.336892 1.589745 2.081411 0.0412 0.0485 0.0029 1.584970 1.913509
2459557 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0269 0.0417 0.0030 nan nan
2459556 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 16.852002 16.652426 37.411849 39.442579 19.304567 21.052533 3.386671 4.820016 0.0416 0.0477 0.0031 1.346198 1.454426
2459554 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0353 0.0428 0.0049 nan nan
2459553 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0398 0.0483 0.0052 nan nan
2459552 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 19.444817 19.964182 50.428047 52.016040 28.830372 31.963710 3.437461 3.583753 0.0378 0.0442 0.0042 1.298743 1.297587
2459551 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459550 RF_maintenance - 98.35% 98.35% 0.00% - - nan nan nan nan nan nan nan nan 0.0591 0.0611 0.0008 nan nan
2459549 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 14.490093 14.741909 37.927623 39.285939 20.846076 22.975104 1.414695 1.900309 0.0373 0.0454 0.0035 1.452611 1.785215
2459542 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.952074 21.867062 76.993067 79.572149 1.073132 1.893915 1.529152 2.080627 0.0400 0.0463 0.0021 1.505394 1.734111
2459541 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 10.677883 9.505481 38.106464 37.211468 220.321107 260.532738 5.268435 16.565145 0.0418 0.0510 0.0053 1.413857 1.600830
2459540 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 13.693931 14.894180 17.190132 18.117036 4.136718 5.255822 0.787525 1.124643 0.0360 0.0430 0.0039 1.392366 1.478137
2459536 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 25.015296 24.747120 65.458338 67.500416 29.254755 31.567050 2.861921 3.388973 0.0297 0.0367 0.0047 0.000000 0.000000
2459535 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 10.447980 11.507064 15.288633 15.927475 2.409561 5.691263 0.234807 0.617351 0.0304 0.0329 0.0013 0.834248 0.841437
2459534 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 11.182077 13.030869 14.854868 15.394197 2.360826 3.959656 0.204602 0.262455 0.0302 0.0367 0.0046 0.888545 0.888799
2459533 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 17.472839 18.245026 35.394920 36.907941 17.872646 20.776755 1.538738 2.272388 0.0304 0.0355 0.0033 1.348767 1.592389
2459532 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.314961 21.206721 47.650971 49.981541 22.268216 25.675017 0.948293 1.439662 0.0308 0.0361 0.0033 1.454957 1.877132
2459530 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 9.710127 10.518224 15.061060 15.613575 3.473977 4.320234 0.749315 0.872778 0.0322 0.0387 0.0048 1.348063 1.881998
2459527 RF_maintenance 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 0.000000 0.000000
2459524 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 24.654507 25.930893 53.561326 55.677598 40.493687 35.081731 0.253478 0.788618 0.0336 0.0490 0.0097 0.000000 0.000000
2459523 RF_maintenance 100.00% - - - 100.00% 0.00% 22.441999 20.918105 52.004253 53.205439 17.776213 29.807555 2.581718 3.135480 nan nan nan 0.000000 0.000000
2459522 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 17.513777 22.085148 51.227110 53.994204 10.906657 23.596152 1.588114 2.420168 0.0362 0.0466 0.0069 0.000000 0.000000
2459513 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 2.069652 1.913825 2.902787 3.305270 0.097800 0.261416 1.502142 2.074033 0.0307 0.0612 0.0040 nan nan
2459508 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 25.888472 29.043081 50.075587 52.459172 18.109135 15.606869 12.888688 14.872011 0.0329 0.0439 0.0070 0.000000 0.000000
2459505 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 22.827720 28.536769 46.792757 50.646878 6.963468 9.892863 0.952213 2.372900 0.0350 0.0466 0.0046 1.252279 1.274579
2459503 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 26.398505 27.229709 82.648706 85.620868 33.842753 33.440713 2.575706 3.630403 0.0313 0.0426 0.0050 0.000000 0.000000
2459501 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 17.604012 21.022501 54.513385 57.836274 21.254238 26.471686 1.540784 1.318197 0.0966 0.0539 0.0444 0.000000 0.000000
2459500 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 18.779107 25.814351 65.685426 70.530676 21.414561 27.099079 0.850728 1.360301 0.1167 0.0507 0.0548 0.000000 0.000000
2459499 RF_maintenance 100.00% 24.73% 100.00% 0.00% 100.00% 0.00% 18.576477 27.932348 83.884206 90.856945 20.496904 27.460384 4.201516 12.176322 0.4292 0.0512 0.1760 0.000000 0.000000
2459498 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 16.956598 23.028414 75.029724 81.113549 17.334096 24.320085 3.724546 5.227330 0.1129 0.0528 0.0576 0.000000 0.000000
2459497 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 17.590014 26.357426 84.173145 91.471658 21.200837 31.482747 2.603273 4.155408 0.1195 0.0556 0.0590 0.000000 0.000000
2459496 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 18.920555 27.429705 76.810804 83.062487 18.992039 28.449907 1.891900 2.585949 0.1278 0.0525 0.0549 0.000000 0.000000
2459495 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 15.250780 23.022027 71.539650 77.302826 15.925319 24.963449 2.258350 3.335711 0.1107 0.0548 0.0428 0.000000 0.000000
2459494 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 17.335123 24.383140 76.422604 82.435217 18.783319 27.905112 4.958619 7.353079 0.1037 0.0565 0.0405 0.000000 0.000000
2459492 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 22.338053 24.740067 55.414695 58.791385 21.495532 29.344175 6.263802 8.719314 0.1464 0.0549 0.0581 0.757712 0.602275
2459491 RF_maintenance 100.00% 56.45% 100.00% 0.00% 100.00% 0.00% 23.600731 23.773103 60.432040 64.330679 28.869776 43.878441 3.452515 13.479673 0.3534 0.0742 0.1916 1.086158 0.936783
2459490 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 25.399701 28.065190 62.985569 66.716689 20.704395 27.117454 5.105500 8.090755 0.1537 0.0609 0.0704 2.254944 1.601615
2459489 RF_maintenance 100.00% 75.27% 100.00% 0.00% 100.00% 0.00% 22.267242 23.667108 57.067317 60.674166 20.220891 28.635115 4.270043 9.223309 0.2333 0.0686 0.1297 2.135271 1.905133
2459488 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 21.665364 23.089422 47.766927 50.447881 22.940104 31.313658 7.208113 12.714399 0.1550 0.0563 0.0723 0.000000 0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 93: 2459771

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
93 N10 RF_maintenance nn Power 35.039852 16.688581 3.699434 35.039852 -0.109363 3.893599 1.972250 7.544573 2.420224

Antenna 93: 2459770

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
93 N10 RF_maintenance nn Power 60.494547 25.744148 8.523799 60.494547 -0.073716 13.158997 8.370671 9.325187 1.213487

Antenna 93: 2459769

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
93 N10 RF_maintenance nn Power 77.007506 29.679530 9.396240 77.007506 0.617444 16.820431 8.074548 8.135426 2.410536

Antenna 93: 2459768

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
93 N10 RF_maintenance nn Power 85.369897 9.494910 31.304203 1.044064 85.369897 9.261146 15.961770 2.687017 15.429516

Antenna 93: 2459767

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
93 N10 RF_maintenance nn Power 37.730780 5.889173 21.995438 -0.776425 37.730780 0.914281 4.915326 1.069269 9.814870

Antenna 93: 2459766

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
93 N10 RF_maintenance nn Power 34.698968 20.258196 5.643282 34.698968 -0.750690 4.566312 0.819042 7.332606 1.522568

Antenna 93: 2459765

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
93 N10 RF_maintenance nn Power 99.140398 36.415945 12.402840 99.140398 1.345707 16.831904 11.745163 14.995154 4.667493

Antenna 93: 2459763

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
93 N10 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 93: 2459761

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
93 N10 RF_maintenance nn Power 66.317973 30.680409 9.739146 66.317973 0.705305 12.785493 4.030943 15.381947 3.705403

Antenna 93: 2459760

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
93 N10 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 93: 2459759

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
93 N10 RF_maintenance nn Power 27.917562 3.002614 13.373135 -1.028731 27.917562 1.081017 2.894228 1.102191 6.349162

Antenna 93: 2459758

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
93 N10 RF_maintenance nn Power 42.291801 6.612696 21.446790 -0.099478 42.291801 3.050001 5.368481 2.232270 8.747801

Antenna 93: 2459757

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
93 N10 RF_maintenance nn Power 39.660920 14.864325 3.423527 39.660920 -0.522369 5.918323 3.310746 8.940942 2.409962

Antenna 93: 2459755

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
93 N10 RF_maintenance nn Power 37.972255 7.470837 22.754197 -0.631468 37.972255 6.040635 8.348648 1.438100 7.130436

Antenna 93: 2459754

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
93 N10 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 93: 2459753

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
93 N10 RF_maintenance nn Power 40.665391 25.981676 9.319044 40.665391 -0.421365 7.126107 7.057654 9.040253 1.493999

Antenna 93: 2459752

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
93 N10 RF_maintenance nn Power 92.916897 11.755572 29.447173 1.338132 92.916897 18.156691 19.121504 0.712654 10.094337

Antenna 93: 2459750

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
93 N10 RF_maintenance nn Power 95.357104 8.793984 31.562241 0.279739 95.357104 14.093061 26.071235 2.004686 8.010449

Antenna 93: 2459749

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
93 N10 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 93: 2459748

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
93 N10 RF_maintenance nn Power 51.384320 8.606348 22.342103 0.454878 51.384320 7.173122 9.421457 0.776610 10.670774

Antenna 93: 2459747

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
93 N10 RF_maintenance nn Shape 13.829358 -0.954556 13.829358 -0.559092 7.317073 3.268530 1.147650 2.503398 12.001932

Antenna 93: 2459746

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
93 N10 Not Found nn Temporal Discontinuties 1507.975832 61.099270 49.671796 77.454717 58.759956 273.916777 145.536546 1507.975832 701.990416

Antenna 93: 2459745

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
93 N10 RF_maintenance nn Temporal Discontinuties 1952.815888 85.783719 51.437879 79.980474 68.592303 151.754195 79.647408 1952.815888 980.385806

Antenna 93: 2459744

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
93 N10 RF_maintenance nn Temporal Discontinuties 4012.074732 37.857066 38.950572 62.462410 64.676264 119.181144 188.309187 2157.302102 4012.074732

Antenna 93: 2459743

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
93 N10 RF_maintenance nn Temporal Discontinuties 2645.299458 65.535682 102.024444 282.132968 333.836442 33.134495 93.490803 1376.694516 2645.299458

Antenna 93: 2459742

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
93 N10 RF_maintenance nn Temporal Discontinuties 2413.717289 30.116731 41.654208 46.534227 91.482428 145.292960 665.652114 559.785982 2413.717289

Antenna 93: 2459741

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
93 N10 RF_maintenance nn Temporal Discontinuties 1873.992497 80.067438 62.338084 91.015863 79.822438 737.553088 604.693518 1873.992497 1255.310128

Antenna 93: 2459740

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
93 N10 RF_maintenance ee Shape 19.430826 19.430826 18.991159 13.396225 15.536892 1.572820 1.699780 10.766002 14.174764

Antenna 93: 2459738

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
93 N10 RF_maintenance nn Power 111.283744 18.973713 24.757983 105.820514 111.283744 26.166322 23.590327 11.782667 15.371523

Antenna 93: 2459736

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
93 N10 RF_maintenance nn Power 44.584203 16.085704 13.465476 44.584203 42.595219 7.360551 8.252029 9.322266 7.323724

Antenna 93: 2459734

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
93 N10 RF_maintenance ee Shape 15.993095 15.111313 15.993095 7.116839 6.085030 1.142265 1.746636 6.970690 5.885791

Antenna 93: 2459733

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
93 N10 RF_maintenance ee Shape 14.645135 13.835250 14.645135 7.165049 6.288855 1.993461 0.648632 8.109611 6.311058

Antenna 93: 2459732

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
93 N10 RF_maintenance ee Shape 19.028363 18.104437 19.028363 8.212060 6.961180 2.023562 0.461907 8.873312 7.358381

Antenna 93: 2459731

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
93 N10 RF_maintenance nn Power 86.303338 28.639359 20.682689 86.303338 81.814241 34.713969 35.560308 10.781818 8.540746

Antenna 93: 2459730

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
93 N10 RF_maintenance ee Shape 14.581594 14.581594 13.764869 6.424033 7.289967 1.006224 1.492220 6.462612 8.531629

Antenna 93: 2459728

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
93 N10 RF_maintenance ee Shape 13.137145 12.664347 13.137145 7.814207 6.907968 3.522997 1.870433 4.750767 4.486589

Antenna 93: 2459726

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
93 N10 RF_maintenance nn Temporal Discontinuties 10.285375 9.359423 9.888710 5.611119 4.988885 1.505502 0.306638 10.285375 7.554208

Antenna 93: 2459724

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
93 N10 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 93: 2459723

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
93 N10 RF_maintenance ee Shape 11.492533 10.947527 11.492533 6.195828 5.311358 0.964142 0.696088 5.420985 4.307421

Antenna 93: 2459722

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
93 N10 RF_maintenance nn Power 117.282520 29.023036 33.434710 113.385062 117.282520 23.069120 21.142480 18.124917 21.924720

Antenna 93: 2459720

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
93 N10 RF_maintenance ee Shape 10.153298 10.153298 9.686940 6.217110 7.047772 1.221061 2.363892 2.686356 3.600007

Antenna 93: 2459719

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
93 N10 RF_maintenance ee Shape 11.108018 10.629684 11.108018 5.811274 4.979278 1.221755 1.500153 7.191439 5.725949

Antenna 93: 2459718

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
93 N10 RF_maintenance ee Shape 12.548442 12.548442 12.524249 6.883501 8.134017 2.178050 3.933021 8.408223 9.721048

Antenna 93: 2459717

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
93 N10 RF_maintenance nn Shape 12.306464 12.264316 12.306464 5.265145 6.163975 1.469927 1.651233 6.909738 8.651070

Antenna 93: 2459716

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
93 N10 RF_maintenance ee Shape 11.250370 11.250370 10.939496 5.058263 5.867311 0.938048 1.378459 7.612694 10.077842

Antenna 93: 2459715

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
93 N10 RF_maintenance nn Power 110.834317 22.729192 25.534114 106.400349 110.834317 27.288422 24.757075 16.887346 20.041600

Antenna 93: 2459713

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
93 N10 RF_maintenance ee Shape 14.257422 14.182367 14.257422 7.121869 6.221619 2.027931 1.401722 8.729348 6.892781

Antenna 93: 2459712

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
93 N10 RF_maintenance ee Temporal Discontinuties 287.506866 23.608151 24.194568 163.165376 158.457537 96.340314 94.104437 225.644479 287.506866

Antenna 93: 2459711

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
93 N10 RF_maintenance ee Shape 3.180484 2.823876 3.180484 3.153627 2.786152 0.853241 0.981003 2.878352 2.725900

Antenna 93: 2459710

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
93 N10 RF_maintenance nn Temporal Discontinuties 3.760420 2.382804 2.840141 3.487432 3.169614 0.564004 0.583678 3.760420 3.117203

Antenna 93: 2459708

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
93 N10 RF_maintenance nn Power 117.559262 21.119575 24.711155 112.619794 117.559262 27.466014 25.166158 24.056865 28.095929

Antenna 93: 2459707

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
93 N10 RF_maintenance nn Temporal Discontinuties 2.325428 -0.152153 0.058635 1.362253 1.253548 0.553146 0.667671 2.325428 1.921588

Antenna 93: 2459706

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
93 N10 RF_maintenance nn Temporal Discontinuties 3.270821 1.891878 2.200639 2.836645 2.639867 1.809611 1.007066 3.270821 2.908250

Antenna 93: 2459705

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
93 N10 RF_maintenance nn Shape 11.993561 11.993561 11.924681 9.635263 8.567412 0.754688 0.841073 9.431804 8.273051

Antenna 93: 2459703

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
93 N10 RF_maintenance nn Power 13.197340 10.585494 10.449229 13.197340 11.516205 2.711145 2.336989 8.444534 3.901128

Antenna 93: 2459702

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
93 N10 RF_maintenance nn Power 67.052359 19.199146 24.658731 63.305638 67.052359 9.137992 12.266976 8.042751 9.517954

Antenna 93: 2459701

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
93 N10 RF_maintenance nn Power 36.456243 23.723562 18.843091 36.456243 34.547521 11.626475 8.006161 7.797831 6.271352

Antenna 93: 2459697

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
93 N10 RF_maintenance ee Temporal Discontinuties 14504.561314 4444.062953 4444.062953 4146.297990 4146.297990 2940.243360 2940.243360 14504.561314 14504.561314

Antenna 93: 2459696

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
93 N10 RF_maintenance nn Temporal Discontinuties 3039.715900 814.289418 814.289418 735.744504 735.744504 763.827042 763.827042 3039.715900 3039.715900

Antenna 93: 2459695

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
93 N10 RF_maintenance ee Temporal Discontinuties 2088.967410 706.026122 706.026122 700.263987 700.263987 637.763148 637.763148 2088.967410 2088.967410

Antenna 93: 2459694

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
93 N10 RF_maintenance nn Power 74.793950 29.511487 24.500041 74.793950 71.843443 18.884462 19.910232 9.029975 7.566423

Antenna 93: 2459693

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
93 10 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 93: 2459692

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
93 10 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 93: 2459691

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
93 10 RF_maintenance nn Power 69.342506 17.491328 21.414843 65.214988 69.342506 9.090810 8.015499 9.974041 12.037608

Antenna 93: 2459690

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
93 10 RF_maintenance nn Power 73.626650 17.527610 20.653619 69.938869 73.626650 14.777419 11.551599 14.080723 16.557600

Antenna 93: 2459689

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
93 10 RF_maintenance nn Power 53.934572 19.347727 24.832719 51.429415 53.934572 23.657124 26.220291 8.268147 10.523169

Antenna 93: 2459688

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
93 10 RF_maintenance ee Shape nan nan nan nan nan nan nan nan nan

Antenna 93: 2459687

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
93 10 RF_maintenance nn Power 65.726740 16.734469 15.608887 65.726740 63.028386 5.145926 4.237948 13.278015 8.967725

Antenna 93: 2459686

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
93 10 RF_maintenance nn Power 49.239772 19.692991 16.743097 49.239772 47.187847 9.560934 11.470137 1.352934 0.822621

Antenna 93: 2459685

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
93 10 RF_maintenance nn Power 48.141309 22.028754 19.039974 48.141309 46.245158 9.409028 11.846873 1.509200 1.007964

Antenna 93: 2459684

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
93 10 RF_maintenance nn Power 60.785798 18.707533 21.555671 58.042208 60.785798 7.283934 6.109662 1.245976 2.084852

Antenna 93: 2459676

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
93 10 RF_maintenance nn Power 72.662478 25.322522 20.316368 72.662478 68.928238 18.615617 17.210702 7.733108 5.915226

Antenna 93: 2459675

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
93 10 RF_maintenance nn Power 60.562285 18.531287 23.401010 57.556768 60.562285 24.047279 22.524688 5.208273 6.634603

Antenna 93: 2459674

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
93 10 RF_maintenance nn Power 62.887926 25.622436 20.479230 62.887926 59.611892 15.314837 15.792189 5.426994 4.349594

Antenna 93: 2459673

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
93 10 RF_maintenance nn Power 84.602186 23.893695 28.449124 80.901575 84.602186 30.007724 30.545818 6.800096 8.322895

Antenna 93: 2459672

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
93 10 RF_maintenance nn Power 62.914506 21.134204 17.782319 62.914506 59.549937 10.190724 10.847447 2.159974 1.668454

Antenna 93: 2459671

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
93 10 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 93: 2459670

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
93 10 RF_maintenance ee Shape nan nan nan nan nan nan nan nan nan

Antenna 93: 2459669

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
93 10 RF_maintenance nn Shape 12.305350 12.305350 11.922653 11.953974 10.229940 1.493305 0.896635 9.838118 7.458675

Antenna 93: 2459668

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
93 10 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 93: 2459665

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
93 10 RF_maintenance nn Power 65.207242 21.067977 25.003886 62.022620 65.207242 15.303242 18.730879 12.373715 14.987766

Antenna 93: 2459664

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
93 10 RF_maintenance nn Temporal Discontinuties 3.775510 -0.424166 2.413315 -0.244434 1.306278 0.712459 1.686821 3.195667 3.775510

Antenna 93: 2459663

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
93 10 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 93: 2459662

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
93 10 RF_maintenance nn Shape 13.076691 12.448194 13.076691 8.336270 9.876951 3.715993 12.072804 8.416117 10.606940

Antenna 93: 2459661

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
93 10 RF_maintenance nn Power 96.424717 25.412162 21.681757 96.424717 91.983952 28.599949 28.413407 15.340844 17.680502

Antenna 93: 2459660

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
93 10 RF_maintenance nn Power 86.167231 17.191712 20.374370 81.573471 86.167231 32.273077 31.772598 8.049152 7.502690

Antenna 93: 2459659

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
93 10 RF_maintenance nn Power 72.202195 23.764347 19.772481 72.202195 68.556759 32.534651 32.415806 14.137514 11.474815

Antenna 93: 2459658

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
93 10 RF_maintenance nn Power 62.046373 23.588959 19.510594 62.046373 59.283650 22.407499 22.020828 15.869540 12.654642

Antenna 93: 2459657

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
93 10 RF_maintenance nn Power 76.558610 25.252333 22.364417 76.558610 72.703214 29.869654 29.356900 10.864942 15.739256

Antenna 93: 2459656

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
93 10 RF_maintenance nn Power 58.655772 25.945462 21.839325 58.655772 55.455762 28.845351 28.315216 12.197326 10.470144

Antenna 93: 2459655

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
93 10 RF_maintenance nn Shape 15.668044 15.110862 15.668044 9.648716 11.378300 1.330778 2.427129 5.737757 8.525587

Antenna 93: 2459653

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
93 10 RF_maintenance nn Power 61.849060 26.983169 22.764369 61.849060 59.041005 29.781298 28.620216 4.487254 3.672093

Antenna 93: 2459652

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
93 10 RF_maintenance nn Power 83.857704 27.802981 33.966871 79.746462 83.857704 29.453759 30.403019 5.467945 6.736108

Antenna 93: 2459651

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
93 10 RF_maintenance nn Power 90.877943 31.743957 36.196534 87.080836 90.877943 13.057691 13.370965 18.417961 17.835751

Antenna 93: 2459650

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
93 10 RF_maintenance nn Power 78.902913 25.309855 20.928545 78.902913 75.380733 24.422022 25.122147 21.721295 21.225222

Antenna 93: 2459649

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
93 10 RF_maintenance nn Power 62.891126 19.606678 23.096626 59.245474 62.891126 28.872958 29.757651 10.147256 10.454794

Antenna 93: 2459648

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
93 10 RF_maintenance ee Shape nan nan nan nan nan nan nan nan nan

Antenna 93: 2459647

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
93 10 RF_maintenance ee Temporal Discontinuties 1.677259 -1.228811 -1.228811 -1.269035 -1.269035 0.909897 0.909897 1.677259 1.677259

Antenna 93: 2459646

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
93 10 RF_maintenance nn Power 74.375278 15.635252 22.501685 68.316078 74.375278 24.839132 30.511968 5.640478 8.265663

Antenna 93: 2459645

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
93 10 RF_maintenance nn Power 77.244483 15.590415 22.505960 70.807405 77.244483 23.922293 27.944775 10.162860 23.175111